The phone vibrated on Amelia's desk, the insistent buzz amplified in the sudden silence of the office. She stared at the caller ID โ€“ it was the CEO. Her stomach lurched. Her mind raced, a whirlwind of anxieties and self-doubt.

She gripped the desk, her knuckles white. Each breath was shallow and quick. She wanted to throw up. She hated these feelings. She knew she shouldn't answer, she knew she had to answer. The pressure building in her chest felt crushing.

When she picked up, her voice was a near whisper. As the CEO spoke, her internal monologue battled with the words, each sentence a threat. Her leg bounced, a frantic rhythm. She fought to keep a grip on the telephone. She had to remain calm, she had to remain calm, she had to remain calm.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

This story is one of 1,000 stories generated for the emotion hysterical. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hysterical stories, after denoising with neutral dialogue baselines, produces the hysterical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hysterical vector is projected through the unembedding matrix.

Promoted:
worse0.401
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359